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1.
J Nephrol ; 37(4): 1007-1016, 2024 May.
Article in English | MEDLINE | ID: mdl-38308753

ABSTRACT

BACKGROUND: The prevalence of chronic kidney disease (CKD) is high. Identification of cases with CKD or at high risk of developing it is important to tailor early interventions. The objective of this study was to identify blood metabolites associated with prevalent and incident severe CKD, and to quantify the corresponding improvement in CKD detection and prediction. METHODS: Data from four cohorts were analyzed: Singapore Epidemiology of Eye Diseases (SEED) (n = 8802), Copenhagen Chronic Kidney Disease (CPH) (n = 916), Singapore Diabetic Nephropathy (n = 714), and UK Biobank (UKBB) (n = 103,051). Prevalent CKD (stages 3-5) was defined as estimated glomerular filtration rate (eGFR) < 60 mL/min/1.73 m2; incident severe CKD as CKD-related mortality or kidney failure occurring within 10 years. We used multivariable regressions to identify, among 146 blood metabolites, those associated with CKD, and quantify the corresponding increase in performance. RESULTS: Chronic kidney disease prevalence (stages 3-5) and severe incidence were 11.4% and 2.2% in SEED, and 2.3% and 0.2% in UKBB. Firstly, phenylalanine (Odds Ratio [OR] 1-SD increase = 1.83 [1.73, 1.93]), tyrosine (OR = 0.75 [0.71, 0.79]), docosahexaenoic acid (OR = 0.90 [0.85, 0.95]), citrate (OR = 1.41 [1.34, 1.47]) and triglycerides in medium high density lipoprotein (OR = 1.07 [1.02, 1.13]) were associated with prevalent stages 3-5 CKD. Mendelian randomization analyses suggested causal relationships. Adding these metabolites beyond traditional risk factors increased the area under the curve (AUC) by 3% and the sensitivity by 7%. Secondly, lactate (HR = 1.33 [1.08, 1.64]) and tyrosine (HR = 0.74 [0.58, 0.95]) were associated with incident severe CKD among individuals with eGFR < 90 mL/min/1.73 m2 at baseline. These metabolites increased the c-index by 2% and sensitivity by 5% when added to traditional risk factors. CONCLUSION: The performance improvements of CKD detection and prediction achieved by adding metabolites to traditional risk factors are modest and further research is necessary to fully understand the clinical implications of these findings.


Subject(s)
Biomarkers , Glomerular Filtration Rate , Renal Insufficiency, Chronic , Humans , Renal Insufficiency, Chronic/blood , Renal Insufficiency, Chronic/epidemiology , Renal Insufficiency, Chronic/diagnosis , Female , Male , Middle Aged , Prevalence , Biomarkers/blood , Aged , Incidence , Singapore/epidemiology , Severity of Illness Index , Predictive Value of Tests , Adult , Risk Factors , Risk Assessment
2.
Atherosclerosis ; 265: 93-101, 2017 Oct.
Article in English | MEDLINE | ID: mdl-28866363

ABSTRACT

BACKGROUND AND AIMS: Chronic kidney disease is characterized by uremia and causes premature death, partly due to accelerated atherosclerosis. Apolipoprotein (apo) M is a plasma carrier protein for the lipid sphingosine-1-phosphate (S1P). The Apom-S1P complex associates with HDL, and may contribute to its anti-atherosclerotic effects. The role of Apom/S1P in atherosclerosis is presently controversial and has not been explored in a uremic setting. We aimed to explore whether plasma concentrations of Apom/S1P are altered by uremia and whether Apom overexpression or deficiency affects classical and uremic atherosclerosis. METHODS: Mild to moderate uremia was induced by subtotal nephrectomy (NX) in 86-92 Apoe-deficient mice that were either Apom-wild type, Apom-deficient, or overexpressed Apom (∼10 fold). The effects of uremia on plasma Apom/S1P and atherosclerosis were evaluated and compared to non-nephrectomized controls. RESULTS: Uremia increased plasma Apom by ∼25%, but not S1P. Plasma S1P was elevated by ∼300% in mice overexpressing Apom, and decreased by ∼25% in Apom-deficient mice. Apom overexpression augmented aortic root atherosclerosis and plasma cholesterol. In contrast, aortic arch atherosclerosis was unaffected by the Apom genotype. There was no effect of Apom-deficiency or Apom overexpression on uremic atherosclerosis. CONCLUSIONS: This study highlights the complexity of Apom/S1P in atherosclerosis and challenges the notion that the Apom/S1P complex is anti-atherogenic, at least in Apoe-deficient mice.


Subject(s)
Aortic Diseases/blood , Apolipoproteins M/blood , Atherosclerosis/blood , Lysophospholipids/blood , Sphingosine/analogs & derivatives , Uremia/blood , Animals , Aortic Diseases/etiology , Aortic Diseases/genetics , Aortic Diseases/pathology , Apolipoproteins M/deficiency , Apolipoproteins M/genetics , Atherosclerosis/etiology , Atherosclerosis/genetics , Cholesterol/blood , Disease Models, Animal , Female , Genetic Predisposition to Disease , Humans , Mice, Inbred C57BL , Mice, Knockout, ApoE , Nephrectomy , Phenotype , Plaque, Atherosclerotic , Sphingosine/blood , Uremia/etiology , Uremia/genetics
3.
Endocrinology ; 151(11): 5218-25, 2010 Nov.
Article in English | MEDLINE | ID: mdl-20844006

ABSTRACT

Plasma B-type natriuretic peptide (BNP) and proBNP are established markers of cardiac dysfunction. Even though obesity increases the risk of cardiovascular disease, obese individuals have reduced plasma concentrations of natriuretic peptides. The underlying mechanism is not established. We used cultured cardiomyocytes and three different mouse models to examine the impact of obesity and cardiac lipid accumulation on cardiac natriuretic peptide expression. The cardiac ventricular expression of atrial natriuretic peptide (ANP) and BNP mRNA and ANP peptide was decreased 36-72% in obese ob/ob, db/db, and fat-fed C57BL/6 mice as compared with their respective controls. The db/db and ob/ob mice displayed impaired cardiac function, whereas the fat-fed mice had almost normal cardiac function. Moreover, the ventricular expression of hypertrophic genes (α- and ß-myosin heavy chain and α-actin) and natriuretic peptide receptor genes were not consistently altered by obesity across the three mouse models. In contrast, cardiac ventricular triglycerides were similarly increased by 60-115% in all three obese mouse models and incubation with oleic acid caused triglyceride accumulation and an approximately 35% (P < 0.005) depression of ANP mRNA expression in cultured HL-1 atrial myocytes. The data suggest that obesity and altered cardiac lipid metabolism are associated with reduced production of ANP and BNP in the cardiac ventricles in the setting of normal as well as impaired cardiac function.


Subject(s)
Heart Ventricles/metabolism , Natriuretic Peptide, Brain/metabolism , Obesity/metabolism , Triglycerides/metabolism , Animals , Atrial Natriuretic Factor/genetics , Atrial Natriuretic Factor/metabolism , Cells, Cultured , Heart Ventricles/physiopathology , Mice , Myocytes, Cardiac/cytology , Myocytes, Cardiac/metabolism , Natriuretic Peptide, Brain/genetics , Obesity/genetics , Obesity/physiopathology , Protein Precursors/metabolism , RNA, Messenger/genetics , RNA, Messenger/metabolism , Random Allocation , Statistics, Nonparametric , Triglycerides/genetics
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